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The "Invalid Directory Path" error message in YOLOv6's AssertionError means that the directory path provided is not valid. This could be due to various reasons such as the directory does not exist, the directory path is incorrect, or the user does not have sufficient permissions to access the directory. It is important to ensure that the directory path provided is correct and the user has the necessary permissions to access the directory.